Sober Sidekick addresses a critical real-world problem (addiction recovery) with a reported 200,000 users and strong peer-support mechanics. While the core mission and reported metrics (6.8 responses/post) demonstrate high utility, the submission is marred by hyperbolic and inaccurate data entry (e.g., claiming 'most people have used my product' and 'everyone' as the audience). These data quality issues significantly reduce the confidence score, despite the project's evident potential and verifiable niche traction. The score reflects a 'Small but Promising' project.
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Score Breakdown
Project Details
Algorithm Insights
Recommendations to Increase Usefulness Score
Document User Growth
Provide specific metrics on user acquisition and retention rates
Showcase Revenue Model
Detail sustainable monetization strategy and current revenue streams
Expand Evidence Base
Include testimonials, case studies, and third-party validation
Technical Roadmap
Share development milestones and feature completion timeline